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OO Design and Design Patterns in C++ | PDF
OOP Design
Patterns in C++
Ganesh Samarthyam
ganesh@codeops.tech
“Applying design principles is the key to creating
high-quality software!”
Architectural principles:
Axis, symmetry, rhythm, datum, hierarchy, transformation
Why care about design quality and
design principles?
Poor software quality costs
more than $150 billion per year
in U.S. and greater than $500
billion per year worldwide
- Capers Jones
The city metaphor
Source: http://indiatransportportal.com/wp-content/uploads/2012/04/Traffic-congestion1.jpg
The city metaphor
“Cities grow, cities evolve, cities
have parts that simply die while other
parts flourish; each city has to be
renewed in order to meet the needs of its
populace… Software-intensive systems
are like that. They grow, they evolve,
sometimes they wither away, and
sometimes they flourish…”
Grady Booch in the foreword for “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014.
Modularisation in Java 9
Modularize JDK & JRE
Hide platform internal details such as sun.misc
Provide a module system for Java developers
Reference: http://paulbakker.io/java/java-9-modularity/
Example of beautiful design
int arr[] = {1, 4, 9, 16, 25}; // some values
// find the first occurrence of 9 in the array
int * arr_pos = find(arr, arr + 4, 9);
std::cout<< “array pos = “<< arr_pos - arr << endl;
vector<int> int_vec;
for(int i = 1; i <= 5; i++)
int_vec.push_back(i*i);
vector<int>::iterator vec_pos = find (int_vec.begin(), int_vec.end(), 9);
std::cout<< “vector pos = “<< (vec_pos - int_vec.begin());
For architects: design is the key!
What do we mean by “principles”?
“Design principles are key notions considered
fundamental to many different software design
approaches and concepts.”
- SWEBOK v3 (2014)
"The critical design tool for software development
is a mind well educated in design principles"
- Craig Larman
Fundamental Design Principles
Robert C. Martin
Formulated many principles and described
many other important principles
Michael Feathers
Michael Feathers coined the acronym
SOLID in 2000s to remember first five of the
numerous principles by Robert C. Martin
SOLID principles
S
Single Responsibility
Principle
Every object should have a single responsibility and
that should be encapsulated by the class
O Open Closed Principle
Software should be open for extension, but closed for
modification
L
Liskov’s Substitution
Principle
Any subclass should always be usable instead of its
parent class
I
Interface Segregation
Principle
Many client specific interfaces are better than one
general purpose interface
D
Dependency Inversion
Principle
Abstractions should not depend upon details. Details
should depend upon abstractions
3 principles behind patterns
Design'principles'
behind'pa0erns'
Program'to'an'
interface,'not'to'an'
implementa7on''
Favor'object'
composi7on''
over'inheritance'
Encapsulate'what'
varies'
Booch’s fundamental principles
Principles*
Abstrac/on*
Encapsula/on*
Modulariza/on*
Hierarchy*
How to apply principles in practice?
Design principles
Code
How to bridge
the gap?
Why care about refactoring?
As an evolving program is
continually changed, its
complexity, reflecting
deteriorating structure,
increases unless work is done
to maintain or reduce it
- Lehman's law of Increasing Complexity
What is refactoring?
Refactoring (noun): a change
made to the internal structure of
software to make it easier to
understand and cheaper to
modify without changing its
observable behavior
Refactor (verb): to restructure
software by applying a series
of refactorings without
changing its observable
behavior
What are smells?
“Smells'are'certain'structures'
in'the'code'that'suggest'
(some4mes'they'scream'for)'
the'possibility'of'refactoring.”''
Granularity of smells
Architectural+
+
Cyclic&dependencies&between&modules&
Monolithic&modules&&
Layering&viola9ons&(back&layer&call,&skip&layer&call,&ver9cal&layering,&
etc)&
Design+
+
God&class&
Refused&bequest&&
Cyclic&dependencies&between&classes&
Code+(implementa6on)++
+
Internal&duplica9on&(clones&within&a&class)&&
Large&method&&
Temporary&field&&
What are design patterns?
recurrent solutions
to common
design problems
Pattern Name
Problem
Solution
Consequences
Why care about patterns?
❖ Patterns capture expert
knowledge in the form of
proven reusable solutions
❖ Better to reuse proven
solutions than to “re-invent”
the wheel
❖ When used correctly, patterns
positively influence software
quality
❖ Creates maintainable,
extensible, and reusable code
Design pattern catalog
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Design pattern catalog
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Creational
Deals with controlled
object creation
Factory method, for
example
Structural
Deals with
composition of classes
or objects
Composite, for example
Behavioral
Deals with interaction
between objects/
classes and
distribution of
responsibility
Strategy, for example
5 minutes intro to notation
An example
Source: “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014
Object Oriented Design
- Best Practices
Design Practices: Even in C!
Consider	the	following	methods	from	the	C	library:	
void bcopy(const void *src, void *dst, size_t n);
void *memcpy(void *dst, const void *src, size_t n);
What	is	the	problem	in	the	interfaces	of	these	methods?	Does	it	follow	the	principles	of	good	API	design?
Design Practices: Even in C!
realloc	-	“does	too	many	things!”
Design Practices: Even in C!
strtok	-	“stateful	methods!”	(not	reentrant)
Intuitive class design?
class	MyContainer {
private:	
int m_size;
public:	
void	setLength(int size)	{	m_size=	size;	}
void	setSize(int size)	{	m_size=	size;	}
int getLength()	{	return	m_size;	}
int getSize()	{	return	m_size;	}	
//	other	members	
}
Intuitive class design?
MyContainer * container = new Container;
container.setSize(0);
container.setLength(20);
cout << “Container's size is ” << container.getSize() <<endl;
cout << “Its length is “ container.getLength() <<endl;
// output:
// Container's size is 20
// Its length is 20
Calling virtual methods from actor
struct base {
base() {
vfun();
}
virtual void vfun() {
cout << “Inside base::vfunn”;
}
};
struct deri : base {
virtual void vfun() {
cout << “Inside deri::vfunn”;
}
};
int main(){
deri d;
}
// prints:
// Inside base::vfun
Calling virtual methods from actor
struct base {
base() {
base * bptr = this;
bptr->bar();
// even simpler ...
((base*)(this))->bar();
}
virtual void bar() =0;
};
struct deri: base {
void bar(){ }
};
int main() {
deri d;
}
// g++ output:
// pure virtual method called
// ABORT instruction (core dumped)
Temporary objects & NRV
class String {
public:
String(const char *str) : cstr(str) {}
String(const String& arg) {
std::cout<< “String cctor n”;
this->cstr = arg.cstr;
}
private:
const char * cstr;
}
String function(){
return String("Hello");
}
int main(){
String s = function();
}
// without NRV optimization on, this prints:
// String cctor
// with NRV optimization on, this prints:
// String cctor
// String cctor
Intuitive overloading?
Colour (int red, int green, int blue);
Colour (float hue, float saturation, float brightness);
Intuitive overloading?
static Colour* createRGBColour(int red, int blue, int green);
static Colour* createHSBColour(float hue, float saturation, float brightness);
Intuitive overloading?
void log(double val) {
// prints the natural logarithm value of val
}
void log(String str) {
// logs the string str into the log file
}
Intuitive overloading?
void log(double val) {
// prints the natural logarithm value of val
}
void log(String str) {
// logs the string str into the log file
}
void logarithm(double val);
void logger(String str);
// or
void log(double val);
void logger(String str);
Preventing inheritance
// C++ Example
class NoInherit {
private:
NoInherit() {
// code for constructor
}
public:
static NoInherit* createInstance() {
return new NoInherit();
}
};
// Creation of the object
NoInherit* nip = NoInherit::createInstance();
Beware of versioning problems
class Base { // provided by a third party tool
public:
virtual void vfoo(){ // introduced in version 2.0
cout<< ”vfoo in Base – introduced in a new version”;
}
// other members
};
class Derived : public Base { // some client code
public:
void vfoo(){ // was available in version 1.0
cout<< ”vfoo in Deri – now becomes overridden”;
}
// other members
};
Follow “safe” overriding
class Base {
public:
virtual void call(int val = 10)
{ cout << “The default value is :”<< endl; }
};
class Derived : public Base {
public:
virtual void call(int val = 20)
{ cout << “The default value is :”<< endl; }
};
// user code:
Base *b = new Derived;
b->call();
// prints
// The default value is: 10
Selectively introduce types
// in mymath.h
namespace math {
class scalar { /* … */ }
class vector { /* … */ }
// other members
}
// in use.cpp
// for using std::vector:
#include <vector>
using namespace std;
// for using the scalar class in your math namespace:
#include “mymath.h”
using namespace math;
int main() {
vector<scalar *> v;
// compiler error: vector is ambiguous
// does vector refer to std::vector or math::vector?
}
Selectively expose types to clients
namespace {
int someMem;
void somefunction();
};
// is a better way to limit names to file scope
// than the following:
static int someMem;
static void somefunction();
Hiding?
int x, y; // global variables x and y
class Point {
public:
int x, y; // class members x and y
Point(int x, int y); // function arguments x and y
};
// Point constructor for setting values of x and y data members
// C++
Point::Point(int x, int y) {
x = x;
y = y;
}
Beware of hiding
void foo { // outer block
int x, y;
{ // inner block
int x = 10, y = 20;
// hides the outer x and y
}
}
Design Principles
What’s that smell?
“Large class”
smell
Refactoring with “extract class”
Single Responsibility Principle
There should be only one
reason for a class to
change
Feature envy smell
Methods(that(are(more(interested(in(the(data(of(
other(classes(than(that(of(their(own(class(
Duplicated Code
CTRL-C and CTRL-V
Types of clones
• exactly(iden,cal(except'for'varia.ons'in'whitespace,'layout,'and'
comments'
Type'1'
• syntac,cally(iden,cal(except'for'varia.on'in'symbol'names,'whitespace,'
layout,'and'comments'
Type'2'
• iden.cal'except'some'statements(changed,(added,(or(removed(
Type'3'
• when'the'fragments'are'seman,cally(iden,cal(but'implemented'by'
syntac.c'variants'
Type'4'
How to deal with duplication?
Tools for clone detection
Simian
CPD PMD
What’s that smell?
What’s that smell?
Refactoring “incomplete library classes” smell
min/max' open/close' create/destroy' get/set'
read/write' print/scan' first/last' begin/end'
start/stop' lock/unlock' show/hide' up/down'
source/target' insert/delete' first/last' push/pull'
enable/disable' acquire/release' le:/right' on/off'
Abstract factory pattern
Separating concerns in MVC
Open Closed Principle (OCP)
Bertrand Meyer
Software entities should be open for
extension, but closed for modification
Variation Encapsulation Principle (VEP)
Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides
Encapsulate the concept that varies
Fundamental principle: Encapsulation
The principle of encapsulation advocates separation of concerns and
information hiding through techniques such as hiding implementation
details of abstractions and hiding variations
Enabling techniques for encapsulation
Design principles and enabling techniques
Liskov’s Substitution Principle (LSP)
It#should#be#possible#to#replace#
objects#of#supertype#with#
objects#of#subtypes#without#
altering#the#desired#behavior#of#
the#program#
Barbara#Liskov#
LSP violation
class Shape {
public:
// can throw any exceptions
virtual void rotate(int angle) = 0;
// other methods
};
class Circle : public Shape {
public:
virtual void rotate(int angle) throw (CannotRotateException) {
throw CannotRotateException();
}
// other methods
};
// client code
Shape *shapePtr = new Circle();
shapePtr->rotate(10);
// program aborts!
Private inheritance and LSP
class Base {};
class Derived : private Base {};
// user code
Base *b = new Derived();
// compiler error: conversion to inaccessible base class “Base”
Refused bequest smell
A"class"that"overrides"a"method"of"a"base"class"in"
such"a"way"that"the"contract"of"the"base"class"is"not"
honored"by"the"derived"class"
What’s that smell?
How about this refactoring?
How about this refactoring?
Suggested refactoring
Practical considerations
What’s that smell?
Refactoring
What’s that smell?
Refactoring
Replace inheritance
with delegation
Hands-on exercise
❖ Find out LSP violations in any code base
❖ Discuss how can it be fixed.
Interface Segregation Principle (ISP)
Clients should not be forced to depend upon interfaces they do not use
Dependency Inversion Principle (DIP)
A. High level modules should not depend upon low level modules.
Both should depend upon abstractions.
B. Abstractions should not depend upon details. Details should depend
upon abstractions.
Suggested refactoring for this smell
Suggested refactoring for this smell
Suggested refactoring for this smell
Suggested refactoring for this smell
Suggested refactoring for this smell
Suggested refactoring for this smell
Applying DIP in OO Design
Use references to interfaces/abstract classes as fields members, as
argument types and return types
Do not derive from concrete classes
Use creational patterns such as factory method and abstract factory
for instantiation
Do not have any references from base classes to its derived classes
3 principles behind patterns
Program to an interface, not to an
implementation
Favor object composition over inheritance
Encapsulate what varies
Cover key patterns through examples
It is not about the number of
patterns you know, but how
well you understand “why,
when, where, and how” to
apply them effectively
Singleton pattern
Scenario
enum ColorScheme { RGB, HSB, HLS, CMYK }
class Color {
private float red, green, blue; // for supporting RGB scheme
private float hue1, saturation1, brightness1; // for supporting HSB scheme
private float hue2, lightness2, saturation2; // for supporting HLS scheme
public Color(float arg1, float arg2, float arg3, ColorScheme cs) {
switch (cs) {
// initialize arg1, arg2, and arg3 based on ColorScheme value
}
}
}
• Assume that you need to support different Color schemes in your software
• RGB (Red, Green, Blue), HSB (Hue, Saturation, Brightness), and HLS (Hue,
Lightness, and Saturation) schemes
• Overloading constructors and differentiating them using enums can become
confusing
• What could be a better design?
A solution using Factory Method pattern
Color
+ GetRGBColor()
+ GetHSBColor()
+ GetHLSColor()
RGBColor
- red : float
- green : float
- blue : float
HSBColor
- hue : float
- saturation : float
- brightness : float
HLSColor
- hue : float
- lightness : float
- saturation : float
A solution using Factory Method pattern
Color
+ GetColor(ColorType)
+ …
RGBColor
- red : float
- green : float
- blue : float
HSBColor
- hue : float
- saturation : float
- brightness : float
HLSColor
- hue : float
- lightness : float
- saturation : float
Factory method pattern: Structure
Factory method pattern: Discussion
❖ A class cannot anticipate the
class of objects it must create
❖ A class wants its subclasses to
specify the objects it creates
Define an interface for creating an object, but let subclasses decide which class to
instantiate. Factory method lets a class defer instantiation to subclasses.
❖ Delegate the responsibility
to one of the several helper
subclasses
❖ Also, localize the
knowledge of which
subclass is the delegate
Abstract factory pattern
Scenario
public:
MyLocale (std::string language, // e.g. “en" for English
std::string script, // e.g., “Arab” for Arabic
std::string country, // e.g., “us” for United States
std::string variant, // e.g., “TH” for Thai
std::string extensions) // e.g., “ca-buddhist” for Thai Buddhist Calendar
• Assume that you have a Locale class constructor that takes many “optional
arguments”
• Constraint: Only certain variants are allowed - you need to “disallow”
inappropriate combinations(e.g., invalid combination of country and variant) by
throwing IllformedLocaleException.
• Overloading constructors will result in “too many constructors”
• How will you design a solution for this?
Recommended solution
MyLocale aLocale =
new MyLocale.Builder
.setLanguage(“sr")
.setScript(“Latn")
.setRegion("RS")
.build();
• Create a Locale Builder that “builds” and returns an object step-by-step
• Validation will be performed by the individual set methods
• The build() method will return the “built” object
Builder pattern: structure
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Builder pattern: Discussion
❖ Creating or assembling a
complex object can be tedious
Separate the construction of a complex object from its representation so that the same
construction process can create different representations.
❖ Make the algorithm for
creating a complex object
independent of parts that
make up the object and
how they are assembled
❖ The construction process
allows different
representations for the
object that is constructed
Real scenario #1
Initial design
Real scenario #1
❖ How will you refactor such
that:
❖ A specific DES, AES, TDES,
… can be “plugged” at
runtime?
❖ Reuse these algorithms in
new contexts?
❖ Easily add support for new
algorithms in Encryption?
Next change:
smelly design
Time to refactor!
Three strikes and you
refactor
Martin Fowler
Potential solution #1?
Broken
hierarchy!
Potential solution #2?
Algorithms not
reusable!
Potential solution #3?
Can you identify the pattern?
You’re right: Its Strategy pattern!
Strategy pattern: Discussion
❖ Useful when there is a set of
related algorithms and a client
object needs to be able to
dynamically pick and choose
an algorithm that suits its
current need
Defines a family of algorithms, encapsulates each one, and makes
them interchangeable. Strategy lets the algorithm vary
independently from clients that use it
❖ The implementation of each of the
algorithms is kept in a separate
class referred to as a strategy.
❖ An object that uses a Strategy
object is referred to as a context
object.
❖ Changing the behavior of a
Context object is a matter of
changing its Strategy object to the
one that implements the required
algorithm
Scenario
❖ Consider a Route class in an
application like Google Maps
❖ For finding shortest path from
source to destination, many
algorithms can be used
❖ The problem is that these
algorithms get embedded into
Route class and cannot be
reused easily (smell!)
Route
+ SetRoute(Location, Location)
+ FindShortestPathJohnson(): Path
+ FindShortestDijkstra(): Path
+ FindShortestBellmanFord(): Path
How will you refactor such that
a) Support for shortest path
algorithm can be added easily?
b) Separate path finding logic
from dealing with location
information.
- Source: Location
- Destination: Location
Hands-on exercise
❖ Try-out strategy pattern examples
❖ Discuss how overriding, functors (“function objects”),
and lambdas can be used for implementing strategy
How about this solution?
ShortestPathAlgos
+ FindPath(): Path
JohnsonsAlgo DijkstrasAlgo
Route
+ SetRoute(Location, Location)
+ ShortestPath(): Path
BellmanFordAlgo
- Source: Location
- Destination: Location
Real scenario #2
Initial design
Real scenario #2
How to add support for new
content types and/or algorithms?
How about this solution?
Can you identify the pattern structure?
You’re right: Its Bridge pattern structure!
More design patterns to explore
Crea%onal)
• Abstract)factory))
• Builder))
• Factory)method))
• Prototype))
• Singleton)
Structural)
• Adapter))
• Bridge))
• Composite))
• Decorator))
• Facade))
• Flyweight))
• Proxy)
Behavioral)
• Chain)of)responsibility))
• Command))
• Interpreter))
• Iterator))
• Mediator))
• Memento))
• Observer))
• State))
• Strategy))
• Template)method))
• Visitor)
deals with object
creation
deals with composition
of classes or objects
deals with interaction
between objects/
classes and
distribution of
responsibility
Hands-on exercise
❖ Try-out bridge pattern sample source code
Scenario
Report
+ Open()
+ Populate()
+ Print()
+ Save()
SummaryHTMLReport SummaryRichReport DetailedHTMLReport DetailedRichReport
How about this solution?
FileFormat
+ Save()
HTMLFormat RichTextFormat
Report
+ Open()
+ Save(ReportType)
+ …
SummaryReport DetailedReport
You’re right: Its Bridge pattern!
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
An example of Bridge pattern
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Bridge pattern: Discussion
❖ An abstraction can be designed as an
interface with one or more concrete
implementers.
❖ When subclassing the hierarchy, it
could lead to an exponential number of
subclasses.
❖ And since both the interface and its
implementation are closely tied
together, they cannot be independently
varied without affecting each other
Decouples an abstraction from its implementation so
that the two can vary independently
❖ Put both the interfaces and the
implementations into separate class
hierarchies.
❖ The Abstraction maintains an object
reference of the Implementer type.
❖ A client application can choose a desired
abstraction type from the Abstraction
class hierarchy.
❖ The abstraction object can then be
configured with an instance of an
appropriate implementer from the
Implementer class hierarchy
Scenario
Initial design
TextView
+ Draw()
BorderedTextView
+ Draw()
+ DrawBorder()
Scenario
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Supporting new requirements
Revised design with
new requirements
TextView
+ Draw()
BorderedTextView
+ Draw()
+ DrawBorder()
ScrollableTextView
ScrollableBordered
TextView
- borderWidth
+ Draw()
+ ScrollTo()
- ScrollPosition
+ Draw()
+ ScrollTo()
+ DrawBorder()
- ScrollPosition
- borderWidth
Scenario
❖ How will you refactor such
that:
❖ You don't have to “multiply-
out” sub-types? (i.e., avoid
“explosion of classes”)
❖ Add or remove
responsibilities (e.g.,
scrolling) at runtime?
Next change:
smelly design
How about this solution?
VisualComponent
+ Draw()
TextView
+ Draw()
ScrollDecortor BorderDecorator
+ Draw()
+ ScrollTo()
- ScrollPosition
+ Draw()
+ DrawBorder()
- borderWidth
Decorator
+ Draw() component->Draw()
Decorator::Draw()
DrawBorder()
Decorator::Draw()
ScrollTo()
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
At runtime (object diagram)
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Can you identify the pattern?
VisualComponent
+ Draw()
TextView
+ Draw()
ScrollDecortor BorderDecorator
+ Draw()
+ ScrollTo()
- ScrollPosition
+ Draw()
+ DrawBorder()
- borderWidth
Decorator
+ Draw() component->Draw()
Decorator::Draw()
DrawBorder()
Decorator::Draw()
ScrollTo()
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
You’re right: Its Decorator pattern!
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Decorator pattern: Discussion
❖ Want to add responsibilities to
individual objects (not an
entire class)
❖ One way is to use inheritance
❖ Inflexible; static choice
❖ Hard to add and remove
responsibilities dynamically
Attach additional responsibilities to an object dynamically. Decorators
provide a flexible alternative to subclassing for extending functionality
❖ Add responsibilities through
decoration
❖ in a way transparent to the
clients
❖ Decorator forwards the requests to
the contained component to
perform additional actions
❖ Can nest recursively
❖ Can add an unlimited number
of responsibilities dynamically
Hands-on exercise
❖ Try-out decorator pattern sample source code
Scenario
a) How do we treat files
and folders alike?
b) How can we handle
shortcuts?
File
+ GetName()
+ GetSize()
+ …
- name: String
- size: int
- type: FileType
- data: char[]
- …
Folder
+ GetName()
+ GetFiles()
+ GetFolders()
+ …
- name: String
- files[]: File
- folders[]: Folder
How about this solution?
FileItem
+ GetName()
+ GetSize()
+ Add(FileItem)
+ Remove(FileItem)
Folder
+ GetFiles()
+ …
File
- files: FileItem
+ GetType()
+ GetContents()
+ …
- type: FileType
- data: char[]
Shortcut
+ GetLinkedFileItem()
+ …
- linkToFile: FileItem
Composite pattern
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Composite pattern: Discussion
❖ There are many situations where
a group of components form
larger components
❖ Simplistic approach: Make
container component contain
primitive ones
❖ Problem: Code has to treat
container and primitive
components differently
Compose objects into tree structures to represent part-whole hierarchies. Composite
lets client treat individual objects and compositions of objects uniformly.
❖ Perform recursive
composition of
components
❖ Clients don’t have to
treat container and
primitive components
differently
Hands-on exercise
❖ Try-out bridge decorator sample source code
Decorator vs. Composite
Decorator and composite structure looks similar:
Decorator is a degenerate form of Composite!
Decorator Composite
At max. one component Can have many components
Adds responsibilities Aggregates objects
Does not make sense to have
methods such as Add(),
Remove(), GetChid() etc.
Has methods such as Add(),
Remove(), GetChild(), etc.
Scenario
How will you design to share the
characters to save space?
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Flyweight as a solution
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Flyweight pattern: structure
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Flyweight pattern: Discussion
❖ When an application uses a
large number of small objects,
it can be expensive
❖ How to share objects at
granular level without
prohibitive cost?
Use sharing to support large numbers of fine-grained objects efficiently
❖ When it is possible to share
objects (i.e., objects don't
depend on identity)
❖ When object’s value
remain the same
irrespective of the contexts
- they can be shared
❖ Share the commonly used
objects in a pool
Scenario
Source: http://www.javaworld.com/article/2074068/learn-java/take-control-with-the-proxy-design-pattern.html
How to load objects like
large images efficiently “on-
demand?”
Proxy pattern: example
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Proxy pattern: structure
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Proxy pattern: Discussion
❖ How to defect the cost of full
creation and initialization until
we really need it?
Provide a surrogate or placeholder for another object to control access to it.
❖ When it is possible to share
objects
❖ When object’s value
remain the same
irrespective of the
contexts - they can be
shared
❖ Share the commonly used
objects in a pool
Scenario
In an application similar to MS Paint, assume that a class (say
ShapeArchiver) is responsible for archiving information about all
the drawn shapes. Similarly, another class (say Canvas) is
responsible for displaying all drawn shapes. Whenever any
change in shapes takes place, you need to inform these two
classes as to the changed information.
So, how you would like to implement this notification?
Observer pattern
Scenario
How to exploit:
a) common code segments?
b) provide extensibility for
supporting other kinds of
compressed files (e.g., rar)?
• You have code segments and steps for creating different kinds of compressed files,
such as zip file and gzip files. How will you unify the common steps for
compressing files and support new compression formats easily?
Refactoring to Template Method
CompressTextFile
+ getFileName(String): String
+ writeFile(String): OutputStream
+ closeFile(OutputStream): void
ZipTextFile
+ getFileName(String): String
+ writeFile(String): OutputStream
GZIPTextFile
+ getFileName(String): String
+ writeFile(String): OutputStream
Template Method: Structure
Source: https://www.safaribooksonline.com/library/view/swift-2-design/9781785887611/graphics/4582_05_07.jpg
Template Method Pattern: Discussion
Define the skeleton of an algorithm in an operation, deferring some
steps to subclasses. Template Method lets subclasses redefine certain steps
of an algorithm without changing the algorithm's structure.
Template Method in CppUnit
https://github.com/hvoigt/cppunit/blob/master/src/cppunit/TestCase.cpp
Scenario
How to separate:
a) code generation logic
from node types?
b) how to support different
target types?
class Plus extends Expr {
private Expr left, right;
public Plus(Expr arg1, Expr arg2) {
left = arg1;
right = arg2;
}
public void genCode() {
left.genCode();
right.genCode();
if(t == Target.JVM) {
System.out.println("iadd");
}
else { // DOTNET
System.out.println("add");
}
}
}
Group exercise -
Understanding visitor pattern
A solution using Visitor pattern
class Plus extends Expr {
private Expr left, right;
public Plus(Expr arg1, Expr arg2) {
left = arg1;
right = arg2;
}
public Expr getLeft() {
return left;
}
public Expr getRight() {
return right;
}
public void accept(Visitor v) {
v.visit(this);
}
}
class DOTNETVisitor extends Visitor {
public void visit(Constant arg) {
System.out.println("ldarg " + arg.getVal());
}
public void visit(Plus plus) {
genCode(plus.getLeft());
genCode(plus.getRight());
System.out.println("add");
}
public void visit(Sub sub) {
genCode(sub.getLeft());
genCode(sub.getRight());
System.out.println("sub");
}
public void genCode(Expr expr) {
expr.accept(this);
}
}
Visitor pattern: structure
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Visitor pattern: call sequence
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Visitor pattern: Discussion
❖ Many distinct and unrelated
operations need to be
performed on objects in an
object structure, and you want
to avoid “polluting” their
classes with these operations
Represent an operation to be performed on the elements of an object structure.
Visitor lets you define a new operation without changing the classes of the
elements on which it operations
❖ Create two class
hierarchies:
❖ One for the elements
being operated on
❖ One for the visitors that
define operations on the
elements
Patterns discussed so far
✓ Builder pattern
✓ Factory method pattern
✓ Strategy pattern
✓ Bridge pattern
✓ Decorator pattern
✓ Observer pattern
✓ Composite pattern
✓ Flyweight pattern
✓ Proxy pattern
✓ Visitor pattern
✓ Template method pattern
✓ Interpreter pattern
Many other patterns other than GoF
template <typename T>
class MyClass : public Counter<MyClass<T>> { };
Hands-on exercise
❖ Try-out CRTP sample source code
Design Patterns
- A Case Study
Designing a document editor
• How to maintain a document structure?
• How to support formatting?
• How to support embellishments
(highlighting, marking, etc) with ease?
• Support multiple look-and-feel
standards
• Support multiple windowing systems
(mac, windows, motif, etc)
• How to support user operations and
handle user events?
• How to support spellchecking and
hyphenation?
• ….
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
“Recursive composition”
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Solution using Composite pattern
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
More “recursive composition”
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
“Recursive composition” - class design
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Supporting bordering, scrolling, …
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Supporting multiple look-and-feel
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Abstract factory: Structure
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Supporting multiple look-and-feel
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Separating implementation dependencies
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Supporting user operations
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Supporting user operations
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Command pattern: Structure
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Supporting undo/redo: Command history
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Traversing document (e.g., spell check)
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Iterator pattern: Structure
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Iterator pattern: Another example
Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
Patterns discussed in this case-study
✓ Composite pattern
✓ Decorator pattern
✓ Abstract factory pattern
✓ Bridge pattern
✓ Command pattern
✓ Iterator pattern
Wrap-up
and key take-aways
Exercise: Create a suitable design
Note:&Responsibility&of&
rendering&the&line&in&chosen&
style&is&with&underlying&OS&/&
pla;orm&
Source: “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014
How about this solution?
Source: “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014
Suggested refactoring for this smell
Source: “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014
Beware of “patterns mania”!
What are your takeaways?
Books to read
“Applying design principles is the key to creating
high-quality software!”
Architectural principles:
Axis, symmetry, rhythm, datum, hierarchy, transformation
Image/video credits
❖ http://en.wikipedia.org/wiki/Fear_of_missing_out
❖ http://lesliejanemoran.blogspot.in/2010_05_01_archive.html
❖ http://javra.eu/wp-content/uploads/2013/07/angry_laptop2.jpg
❖ https://www.youtube.com/watch?v=5R8XHrfJkeg
❖ http://womenworld.org/image/052013/31/113745161.jpg
❖ http://www.fantom-xp.com/wallpapers/33/I'm_not_sure.jpg
❖ https://www.flickr.com/photos/31457017@N00/453784086
❖ https://www.gradtouch.com/uploads/images/question3.jpg
❖ http://gurujohn.files.wordpress.com/2008/06/bookcover0001.jpg
❖ http://upload.wikimedia.org/wikipedia/commons/d/d5/Martin_Fowler_-_Swipe_Conference_2012.jpg
❖ http://www.codeproject.com/KB/architecture/csdespat_2/dpcs_br.gif
❖ http://upload.wikimedia.org/wikipedia/commons/thumb/2/28/Bertrand_Meyer_IMG_2481.jpg/440px-
Bertrand_Meyer_IMG_2481.jpg
❖ http://takeji-soft.up.n.seesaa.net/takeji-soft/image/GOF-OOPLSA-94-Color-75.jpg?d=a0
❖ https://developer.apple.com/library/ios/documentation/cocoa/Conceptual/OOP_ObjC/Art/watchcalls_35.gif
❖ http://www.pluspack.com/files/billeder/Newsletter/25/takeaway_bag.png
❖ http://cdn1.tnwcdn.com/wp-content/blogs.dir/1/files/2013/03/design.jpg
❖ http://img01.deviantart.net/d8ab/i/2016/092/c/2/may_the_force_be_with_you___yoda_flag_by_osflag-d9xe904.jpg
ganesh@codeops.tech @GSamarthyam
www.codeops.tech slideshare.net/sgganesh
+91 98801 64463 bit.ly/sgganesh

OO Design and Design Patterns in C++

  • 1.
    OOP Design Patterns inC++ Ganesh Samarthyam ganesh@codeops.tech
  • 2.
    “Applying design principlesis the key to creating high-quality software!” Architectural principles: Axis, symmetry, rhythm, datum, hierarchy, transformation
  • 3.
    Why care aboutdesign quality and design principles?
  • 4.
    Poor software qualitycosts more than $150 billion per year in U.S. and greater than $500 billion per year worldwide - Capers Jones
  • 5.
    The city metaphor Source:http://indiatransportportal.com/wp-content/uploads/2012/04/Traffic-congestion1.jpg
  • 6.
    The city metaphor “Citiesgrow, cities evolve, cities have parts that simply die while other parts flourish; each city has to be renewed in order to meet the needs of its populace… Software-intensive systems are like that. They grow, they evolve, sometimes they wither away, and sometimes they flourish…” Grady Booch in the foreword for “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014.
  • 8.
    Modularisation in Java9 Modularize JDK & JRE Hide platform internal details such as sun.misc Provide a module system for Java developers Reference: http://paulbakker.io/java/java-9-modularity/
  • 9.
    Example of beautifuldesign int arr[] = {1, 4, 9, 16, 25}; // some values // find the first occurrence of 9 in the array int * arr_pos = find(arr, arr + 4, 9); std::cout<< “array pos = “<< arr_pos - arr << endl; vector<int> int_vec; for(int i = 1; i <= 5; i++) int_vec.push_back(i*i); vector<int>::iterator vec_pos = find (int_vec.begin(), int_vec.end(), 9); std::cout<< “vector pos = “<< (vec_pos - int_vec.begin());
  • 10.
  • 11.
    What do wemean by “principles”? “Design principles are key notions considered fundamental to many different software design approaches and concepts.” - SWEBOK v3 (2014)
  • 12.
    "The critical designtool for software development is a mind well educated in design principles" - Craig Larman
  • 13.
  • 14.
    Robert C. Martin Formulatedmany principles and described many other important principles
  • 15.
    Michael Feathers Michael Featherscoined the acronym SOLID in 2000s to remember first five of the numerous principles by Robert C. Martin
  • 16.
    SOLID principles S Single Responsibility Principle Everyobject should have a single responsibility and that should be encapsulated by the class O Open Closed Principle Software should be open for extension, but closed for modification L Liskov’s Substitution Principle Any subclass should always be usable instead of its parent class I Interface Segregation Principle Many client specific interfaces are better than one general purpose interface D Dependency Inversion Principle Abstractions should not depend upon details. Details should depend upon abstractions
  • 17.
    3 principles behindpatterns Design'principles' behind'pa0erns' Program'to'an' interface,'not'to'an' implementa7on'' Favor'object' composi7on'' over'inheritance' Encapsulate'what' varies'
  • 18.
  • 19.
    How to applyprinciples in practice? Design principles Code How to bridge the gap?
  • 20.
    Why care aboutrefactoring? As an evolving program is continually changed, its complexity, reflecting deteriorating structure, increases unless work is done to maintain or reduce it - Lehman's law of Increasing Complexity
  • 21.
    What is refactoring? Refactoring(noun): a change made to the internal structure of software to make it easier to understand and cheaper to modify without changing its observable behavior Refactor (verb): to restructure software by applying a series of refactorings without changing its observable behavior
  • 22.
  • 23.
  • 24.
    What are designpatterns? recurrent solutions to common design problems Pattern Name Problem Solution Consequences
  • 25.
    Why care aboutpatterns? ❖ Patterns capture expert knowledge in the form of proven reusable solutions ❖ Better to reuse proven solutions than to “re-invent” the wheel ❖ When used correctly, patterns positively influence software quality ❖ Creates maintainable, extensible, and reusable code
  • 26.
    Design pattern catalog Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 27.
    Design pattern catalog Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994 Creational Deals with controlled object creation Factory method, for example Structural Deals with composition of classes or objects Composite, for example Behavioral Deals with interaction between objects/ classes and distribution of responsibility Strategy, for example
  • 28.
    5 minutes introto notation
  • 29.
    An example Source: “Refactoringfor Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014
  • 30.
  • 31.
    Design Practices: Evenin C! Consider the following methods from the C library: void bcopy(const void *src, void *dst, size_t n); void *memcpy(void *dst, const void *src, size_t n); What is the problem in the interfaces of these methods? Does it follow the principles of good API design?
  • 32.
    Design Practices: Evenin C! realloc - “does too many things!”
  • 33.
    Design Practices: Evenin C! strtok - “stateful methods!” (not reentrant)
  • 34.
    Intuitive class design? class MyContainer{ private: int m_size; public: void setLength(int size) { m_size= size; } void setSize(int size) { m_size= size; } int getLength() { return m_size; } int getSize() { return m_size; } // other members }
  • 35.
    Intuitive class design? MyContainer* container = new Container; container.setSize(0); container.setLength(20); cout << “Container's size is ” << container.getSize() <<endl; cout << “Its length is “ container.getLength() <<endl; // output: // Container's size is 20 // Its length is 20
  • 36.
    Calling virtual methodsfrom actor struct base { base() { vfun(); } virtual void vfun() { cout << “Inside base::vfunn”; } }; struct deri : base { virtual void vfun() { cout << “Inside deri::vfunn”; } }; int main(){ deri d; } // prints: // Inside base::vfun
  • 37.
    Calling virtual methodsfrom actor struct base { base() { base * bptr = this; bptr->bar(); // even simpler ... ((base*)(this))->bar(); } virtual void bar() =0; }; struct deri: base { void bar(){ } }; int main() { deri d; } // g++ output: // pure virtual method called // ABORT instruction (core dumped)
  • 38.
    Temporary objects &NRV class String { public: String(const char *str) : cstr(str) {} String(const String& arg) { std::cout<< “String cctor n”; this->cstr = arg.cstr; } private: const char * cstr; } String function(){ return String("Hello"); } int main(){ String s = function(); } // without NRV optimization on, this prints: // String cctor // with NRV optimization on, this prints: // String cctor // String cctor
  • 39.
    Intuitive overloading? Colour (intred, int green, int blue); Colour (float hue, float saturation, float brightness);
  • 40.
    Intuitive overloading? static Colour*createRGBColour(int red, int blue, int green); static Colour* createHSBColour(float hue, float saturation, float brightness);
  • 41.
    Intuitive overloading? void log(doubleval) { // prints the natural logarithm value of val } void log(String str) { // logs the string str into the log file }
  • 42.
    Intuitive overloading? void log(doubleval) { // prints the natural logarithm value of val } void log(String str) { // logs the string str into the log file } void logarithm(double val); void logger(String str); // or void log(double val); void logger(String str);
  • 43.
    Preventing inheritance // C++Example class NoInherit { private: NoInherit() { // code for constructor } public: static NoInherit* createInstance() { return new NoInherit(); } }; // Creation of the object NoInherit* nip = NoInherit::createInstance();
  • 44.
    Beware of versioningproblems class Base { // provided by a third party tool public: virtual void vfoo(){ // introduced in version 2.0 cout<< ”vfoo in Base – introduced in a new version”; } // other members }; class Derived : public Base { // some client code public: void vfoo(){ // was available in version 1.0 cout<< ”vfoo in Deri – now becomes overridden”; } // other members };
  • 45.
    Follow “safe” overriding classBase { public: virtual void call(int val = 10) { cout << “The default value is :”<< endl; } }; class Derived : public Base { public: virtual void call(int val = 20) { cout << “The default value is :”<< endl; } }; // user code: Base *b = new Derived; b->call(); // prints // The default value is: 10
  • 46.
    Selectively introduce types //in mymath.h namespace math { class scalar { /* … */ } class vector { /* … */ } // other members } // in use.cpp // for using std::vector: #include <vector> using namespace std; // for using the scalar class in your math namespace: #include “mymath.h” using namespace math; int main() { vector<scalar *> v; // compiler error: vector is ambiguous // does vector refer to std::vector or math::vector? }
  • 47.
    Selectively expose typesto clients namespace { int someMem; void somefunction(); }; // is a better way to limit names to file scope // than the following: static int someMem; static void somefunction();
  • 48.
    Hiding? int x, y;// global variables x and y class Point { public: int x, y; // class members x and y Point(int x, int y); // function arguments x and y }; // Point constructor for setting values of x and y data members // C++ Point::Point(int x, int y) { x = x; y = y; }
  • 49.
    Beware of hiding voidfoo { // outer block int x, y; { // inner block int x = 10, y = 20; // hides the outer x and y } }
  • 50.
  • 51.
  • 52.
  • 53.
    Single Responsibility Principle Thereshould be only one reason for a class to change
  • 54.
  • 55.
  • 56.
  • 57.
  • 58.
    How to dealwith duplication?
  • 59.
    Tools for clonedetection Simian CPD PMD
  • 60.
  • 61.
  • 62.
    Refactoring “incomplete libraryclasses” smell min/max' open/close' create/destroy' get/set' read/write' print/scan' first/last' begin/end' start/stop' lock/unlock' show/hide' up/down' source/target' insert/delete' first/last' push/pull' enable/disable' acquire/release' le:/right' on/off'
  • 63.
  • 64.
  • 65.
    Open Closed Principle(OCP) Bertrand Meyer Software entities should be open for extension, but closed for modification
  • 66.
    Variation Encapsulation Principle(VEP) Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides Encapsulate the concept that varies
  • 67.
    Fundamental principle: Encapsulation Theprinciple of encapsulation advocates separation of concerns and information hiding through techniques such as hiding implementation details of abstractions and hiding variations
  • 68.
  • 69.
    Design principles andenabling techniques
  • 70.
    Liskov’s Substitution Principle(LSP) It#should#be#possible#to#replace# objects#of#supertype#with# objects#of#subtypes#without# altering#the#desired#behavior#of# the#program# Barbara#Liskov#
  • 71.
    LSP violation class Shape{ public: // can throw any exceptions virtual void rotate(int angle) = 0; // other methods }; class Circle : public Shape { public: virtual void rotate(int angle) throw (CannotRotateException) { throw CannotRotateException(); } // other methods }; // client code Shape *shapePtr = new Circle(); shapePtr->rotate(10); // program aborts!
  • 72.
    Private inheritance andLSP class Base {}; class Derived : private Base {}; // user code Base *b = new Derived(); // compiler error: conversion to inaccessible base class “Base”
  • 73.
  • 74.
  • 75.
    How about thisrefactoring?
  • 76.
    How about thisrefactoring?
  • 77.
  • 78.
  • 79.
  • 80.
  • 81.
  • 82.
  • 83.
    Hands-on exercise ❖ Findout LSP violations in any code base ❖ Discuss how can it be fixed.
  • 84.
    Interface Segregation Principle(ISP) Clients should not be forced to depend upon interfaces they do not use
  • 85.
    Dependency Inversion Principle(DIP) A. High level modules should not depend upon low level modules. Both should depend upon abstractions. B. Abstractions should not depend upon details. Details should depend upon abstractions.
  • 88.
  • 89.
  • 90.
  • 91.
  • 92.
  • 93.
  • 94.
    Applying DIP inOO Design Use references to interfaces/abstract classes as fields members, as argument types and return types Do not derive from concrete classes Use creational patterns such as factory method and abstract factory for instantiation Do not have any references from base classes to its derived classes
  • 95.
    3 principles behindpatterns Program to an interface, not to an implementation Favor object composition over inheritance Encapsulate what varies
  • 96.
    Cover key patternsthrough examples It is not about the number of patterns you know, but how well you understand “why, when, where, and how” to apply them effectively
  • 97.
  • 98.
    Scenario enum ColorScheme {RGB, HSB, HLS, CMYK } class Color { private float red, green, blue; // for supporting RGB scheme private float hue1, saturation1, brightness1; // for supporting HSB scheme private float hue2, lightness2, saturation2; // for supporting HLS scheme public Color(float arg1, float arg2, float arg3, ColorScheme cs) { switch (cs) { // initialize arg1, arg2, and arg3 based on ColorScheme value } } } • Assume that you need to support different Color schemes in your software • RGB (Red, Green, Blue), HSB (Hue, Saturation, Brightness), and HLS (Hue, Lightness, and Saturation) schemes • Overloading constructors and differentiating them using enums can become confusing • What could be a better design?
  • 99.
    A solution usingFactory Method pattern Color + GetRGBColor() + GetHSBColor() + GetHLSColor() RGBColor - red : float - green : float - blue : float HSBColor - hue : float - saturation : float - brightness : float HLSColor - hue : float - lightness : float - saturation : float
  • 100.
    A solution usingFactory Method pattern Color + GetColor(ColorType) + … RGBColor - red : float - green : float - blue : float HSBColor - hue : float - saturation : float - brightness : float HLSColor - hue : float - lightness : float - saturation : float
  • 101.
  • 102.
    Factory method pattern:Discussion ❖ A class cannot anticipate the class of objects it must create ❖ A class wants its subclasses to specify the objects it creates Define an interface for creating an object, but let subclasses decide which class to instantiate. Factory method lets a class defer instantiation to subclasses. ❖ Delegate the responsibility to one of the several helper subclasses ❖ Also, localize the knowledge of which subclass is the delegate
  • 103.
  • 104.
    Scenario public: MyLocale (std::string language,// e.g. “en" for English std::string script, // e.g., “Arab” for Arabic std::string country, // e.g., “us” for United States std::string variant, // e.g., “TH” for Thai std::string extensions) // e.g., “ca-buddhist” for Thai Buddhist Calendar • Assume that you have a Locale class constructor that takes many “optional arguments” • Constraint: Only certain variants are allowed - you need to “disallow” inappropriate combinations(e.g., invalid combination of country and variant) by throwing IllformedLocaleException. • Overloading constructors will result in “too many constructors” • How will you design a solution for this?
  • 105.
    Recommended solution MyLocale aLocale= new MyLocale.Builder .setLanguage(“sr") .setScript(“Latn") .setRegion("RS") .build(); • Create a Locale Builder that “builds” and returns an object step-by-step • Validation will be performed by the individual set methods • The build() method will return the “built” object
  • 106.
    Builder pattern: structure Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 107.
    Builder pattern: Discussion ❖Creating or assembling a complex object can be tedious Separate the construction of a complex object from its representation so that the same construction process can create different representations. ❖ Make the algorithm for creating a complex object independent of parts that make up the object and how they are assembled ❖ The construction process allows different representations for the object that is constructed
  • 108.
  • 109.
    Real scenario #1 ❖How will you refactor such that: ❖ A specific DES, AES, TDES, … can be “plugged” at runtime? ❖ Reuse these algorithms in new contexts? ❖ Easily add support for new algorithms in Encryption? Next change: smelly design
  • 110.
    Time to refactor! Threestrikes and you refactor Martin Fowler
  • 111.
  • 112.
  • 113.
  • 114.
    Can you identifythe pattern?
  • 115.
    You’re right: ItsStrategy pattern!
  • 116.
    Strategy pattern: Discussion ❖Useful when there is a set of related algorithms and a client object needs to be able to dynamically pick and choose an algorithm that suits its current need Defines a family of algorithms, encapsulates each one, and makes them interchangeable. Strategy lets the algorithm vary independently from clients that use it ❖ The implementation of each of the algorithms is kept in a separate class referred to as a strategy. ❖ An object that uses a Strategy object is referred to as a context object. ❖ Changing the behavior of a Context object is a matter of changing its Strategy object to the one that implements the required algorithm
  • 117.
    Scenario ❖ Consider aRoute class in an application like Google Maps ❖ For finding shortest path from source to destination, many algorithms can be used ❖ The problem is that these algorithms get embedded into Route class and cannot be reused easily (smell!) Route + SetRoute(Location, Location) + FindShortestPathJohnson(): Path + FindShortestDijkstra(): Path + FindShortestBellmanFord(): Path How will you refactor such that a) Support for shortest path algorithm can be added easily? b) Separate path finding logic from dealing with location information. - Source: Location - Destination: Location
  • 118.
    Hands-on exercise ❖ Try-outstrategy pattern examples ❖ Discuss how overriding, functors (“function objects”), and lambdas can be used for implementing strategy
  • 119.
    How about thissolution? ShortestPathAlgos + FindPath(): Path JohnsonsAlgo DijkstrasAlgo Route + SetRoute(Location, Location) + ShortestPath(): Path BellmanFordAlgo - Source: Location - Destination: Location
  • 120.
  • 121.
    Real scenario #2 Howto add support for new content types and/or algorithms?
  • 122.
    How about thissolution?
  • 123.
    Can you identifythe pattern structure?
  • 124.
    You’re right: ItsBridge pattern structure!
  • 125.
    More design patternsto explore Crea%onal) • Abstract)factory)) • Builder)) • Factory)method)) • Prototype)) • Singleton) Structural) • Adapter)) • Bridge)) • Composite)) • Decorator)) • Facade)) • Flyweight)) • Proxy) Behavioral) • Chain)of)responsibility)) • Command)) • Interpreter)) • Iterator)) • Mediator)) • Memento)) • Observer)) • State)) • Strategy)) • Template)method)) • Visitor) deals with object creation deals with composition of classes or objects deals with interaction between objects/ classes and distribution of responsibility
  • 126.
    Hands-on exercise ❖ Try-outbridge pattern sample source code
  • 127.
    Scenario Report + Open() + Populate() +Print() + Save() SummaryHTMLReport SummaryRichReport DetailedHTMLReport DetailedRichReport
  • 128.
    How about thissolution? FileFormat + Save() HTMLFormat RichTextFormat Report + Open() + Save(ReportType) + … SummaryReport DetailedReport
  • 129.
    You’re right: ItsBridge pattern! Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 130.
    An example ofBridge pattern Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 131.
    Bridge pattern: Discussion ❖An abstraction can be designed as an interface with one or more concrete implementers. ❖ When subclassing the hierarchy, it could lead to an exponential number of subclasses. ❖ And since both the interface and its implementation are closely tied together, they cannot be independently varied without affecting each other Decouples an abstraction from its implementation so that the two can vary independently ❖ Put both the interfaces and the implementations into separate class hierarchies. ❖ The Abstraction maintains an object reference of the Implementer type. ❖ A client application can choose a desired abstraction type from the Abstraction class hierarchy. ❖ The abstraction object can then be configured with an instance of an appropriate implementer from the Implementer class hierarchy
  • 132.
  • 133.
    Scenario Source: “Design Patterns:Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 134.
    Supporting new requirements Reviseddesign with new requirements TextView + Draw() BorderedTextView + Draw() + DrawBorder() ScrollableTextView ScrollableBordered TextView - borderWidth + Draw() + ScrollTo() - ScrollPosition + Draw() + ScrollTo() + DrawBorder() - ScrollPosition - borderWidth
  • 135.
    Scenario ❖ How willyou refactor such that: ❖ You don't have to “multiply- out” sub-types? (i.e., avoid “explosion of classes”) ❖ Add or remove responsibilities (e.g., scrolling) at runtime? Next change: smelly design
  • 136.
    How about thissolution? VisualComponent + Draw() TextView + Draw() ScrollDecortor BorderDecorator + Draw() + ScrollTo() - ScrollPosition + Draw() + DrawBorder() - borderWidth Decorator + Draw() component->Draw() Decorator::Draw() DrawBorder() Decorator::Draw() ScrollTo() Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 137.
    At runtime (objectdiagram) Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 138.
    Can you identifythe pattern? VisualComponent + Draw() TextView + Draw() ScrollDecortor BorderDecorator + Draw() + ScrollTo() - ScrollPosition + Draw() + DrawBorder() - borderWidth Decorator + Draw() component->Draw() Decorator::Draw() DrawBorder() Decorator::Draw() ScrollTo() Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 139.
    You’re right: ItsDecorator pattern! Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 140.
    Decorator pattern: Discussion ❖Want to add responsibilities to individual objects (not an entire class) ❖ One way is to use inheritance ❖ Inflexible; static choice ❖ Hard to add and remove responsibilities dynamically Attach additional responsibilities to an object dynamically. Decorators provide a flexible alternative to subclassing for extending functionality ❖ Add responsibilities through decoration ❖ in a way transparent to the clients ❖ Decorator forwards the requests to the contained component to perform additional actions ❖ Can nest recursively ❖ Can add an unlimited number of responsibilities dynamically
  • 141.
    Hands-on exercise ❖ Try-outdecorator pattern sample source code
  • 142.
    Scenario a) How dowe treat files and folders alike? b) How can we handle shortcuts? File + GetName() + GetSize() + … - name: String - size: int - type: FileType - data: char[] - … Folder + GetName() + GetFiles() + GetFolders() + … - name: String - files[]: File - folders[]: Folder
  • 143.
    How about thissolution? FileItem + GetName() + GetSize() + Add(FileItem) + Remove(FileItem) Folder + GetFiles() + … File - files: FileItem + GetType() + GetContents() + … - type: FileType - data: char[] Shortcut + GetLinkedFileItem() + … - linkToFile: FileItem
  • 144.
    Composite pattern Source: “DesignPatterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 145.
    Composite pattern: Discussion ❖There are many situations where a group of components form larger components ❖ Simplistic approach: Make container component contain primitive ones ❖ Problem: Code has to treat container and primitive components differently Compose objects into tree structures to represent part-whole hierarchies. Composite lets client treat individual objects and compositions of objects uniformly. ❖ Perform recursive composition of components ❖ Clients don’t have to treat container and primitive components differently
  • 146.
    Hands-on exercise ❖ Try-outbridge decorator sample source code
  • 147.
    Decorator vs. Composite Decoratorand composite structure looks similar: Decorator is a degenerate form of Composite! Decorator Composite At max. one component Can have many components Adds responsibilities Aggregates objects Does not make sense to have methods such as Add(), Remove(), GetChid() etc. Has methods such as Add(), Remove(), GetChild(), etc.
  • 148.
    Scenario How will youdesign to share the characters to save space? Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 149.
    Flyweight as asolution Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 150.
    Flyweight pattern: structure Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 151.
    Flyweight pattern: Discussion ❖When an application uses a large number of small objects, it can be expensive ❖ How to share objects at granular level without prohibitive cost? Use sharing to support large numbers of fine-grained objects efficiently ❖ When it is possible to share objects (i.e., objects don't depend on identity) ❖ When object’s value remain the same irrespective of the contexts - they can be shared ❖ Share the commonly used objects in a pool
  • 152.
  • 153.
    Proxy pattern: example Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 154.
    Proxy pattern: structure Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 155.
    Proxy pattern: Discussion ❖How to defect the cost of full creation and initialization until we really need it? Provide a surrogate or placeholder for another object to control access to it. ❖ When it is possible to share objects ❖ When object’s value remain the same irrespective of the contexts - they can be shared ❖ Share the commonly used objects in a pool
  • 156.
    Scenario In an applicationsimilar to MS Paint, assume that a class (say ShapeArchiver) is responsible for archiving information about all the drawn shapes. Similarly, another class (say Canvas) is responsible for displaying all drawn shapes. Whenever any change in shapes takes place, you need to inform these two classes as to the changed information. So, how you would like to implement this notification?
  • 157.
  • 158.
    Scenario How to exploit: a)common code segments? b) provide extensibility for supporting other kinds of compressed files (e.g., rar)? • You have code segments and steps for creating different kinds of compressed files, such as zip file and gzip files. How will you unify the common steps for compressing files and support new compression formats easily?
  • 159.
    Refactoring to TemplateMethod CompressTextFile + getFileName(String): String + writeFile(String): OutputStream + closeFile(OutputStream): void ZipTextFile + getFileName(String): String + writeFile(String): OutputStream GZIPTextFile + getFileName(String): String + writeFile(String): OutputStream
  • 160.
    Template Method: Structure Source:https://www.safaribooksonline.com/library/view/swift-2-design/9781785887611/graphics/4582_05_07.jpg
  • 161.
    Template Method Pattern:Discussion Define the skeleton of an algorithm in an operation, deferring some steps to subclasses. Template Method lets subclasses redefine certain steps of an algorithm without changing the algorithm's structure.
  • 162.
    Template Method inCppUnit https://github.com/hvoigt/cppunit/blob/master/src/cppunit/TestCase.cpp
  • 163.
    Scenario How to separate: a)code generation logic from node types? b) how to support different target types? class Plus extends Expr { private Expr left, right; public Plus(Expr arg1, Expr arg2) { left = arg1; right = arg2; } public void genCode() { left.genCode(); right.genCode(); if(t == Target.JVM) { System.out.println("iadd"); } else { // DOTNET System.out.println("add"); } } }
  • 164.
  • 165.
    A solution usingVisitor pattern class Plus extends Expr { private Expr left, right; public Plus(Expr arg1, Expr arg2) { left = arg1; right = arg2; } public Expr getLeft() { return left; } public Expr getRight() { return right; } public void accept(Visitor v) { v.visit(this); } } class DOTNETVisitor extends Visitor { public void visit(Constant arg) { System.out.println("ldarg " + arg.getVal()); } public void visit(Plus plus) { genCode(plus.getLeft()); genCode(plus.getRight()); System.out.println("add"); } public void visit(Sub sub) { genCode(sub.getLeft()); genCode(sub.getRight()); System.out.println("sub"); } public void genCode(Expr expr) { expr.accept(this); } }
  • 166.
    Visitor pattern: structure Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 167.
    Visitor pattern: callsequence Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 168.
    Visitor pattern: Discussion ❖Many distinct and unrelated operations need to be performed on objects in an object structure, and you want to avoid “polluting” their classes with these operations Represent an operation to be performed on the elements of an object structure. Visitor lets you define a new operation without changing the classes of the elements on which it operations ❖ Create two class hierarchies: ❖ One for the elements being operated on ❖ One for the visitors that define operations on the elements
  • 169.
    Patterns discussed sofar ✓ Builder pattern ✓ Factory method pattern ✓ Strategy pattern ✓ Bridge pattern ✓ Decorator pattern ✓ Observer pattern ✓ Composite pattern ✓ Flyweight pattern ✓ Proxy pattern ✓ Visitor pattern ✓ Template method pattern ✓ Interpreter pattern
  • 170.
    Many other patternsother than GoF template <typename T> class MyClass : public Counter<MyClass<T>> { };
  • 171.
    Hands-on exercise ❖ Try-outCRTP sample source code
  • 172.
  • 173.
    Designing a documenteditor • How to maintain a document structure? • How to support formatting? • How to support embellishments (highlighting, marking, etc) with ease? • Support multiple look-and-feel standards • Support multiple windowing systems (mac, windows, motif, etc) • How to support user operations and handle user events? • How to support spellchecking and hyphenation? • …. Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 174.
    “Recursive composition” Source: “DesignPatterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 175.
    Solution using Compositepattern Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 176.
    More “recursive composition” Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 177.
    “Recursive composition” -class design Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 178.
    Supporting bordering, scrolling,… Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 179.
    Supporting multiple look-and-feel Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 180.
    Abstract factory: Structure Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 181.
    Supporting multiple look-and-feel Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 182.
    Separating implementation dependencies Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 183.
    Supporting user operations Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 184.
    Supporting user operations Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 185.
    Command pattern: Structure Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 186.
    Supporting undo/redo: Commandhistory Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 187.
    Traversing document (e.g.,spell check) Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 188.
    Iterator pattern: Structure Source:“Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 189.
    Iterator pattern: Anotherexample Source: “Design Patterns: Elements of Reusable Object-Oriented Software”, Erich Gamma, Richard Helm, Ralph Johnson and John Vlissides, Addison-Wesley,1994
  • 190.
    Patterns discussed inthis case-study ✓ Composite pattern ✓ Decorator pattern ✓ Abstract factory pattern ✓ Bridge pattern ✓ Command pattern ✓ Iterator pattern
  • 191.
  • 192.
    Exercise: Create asuitable design Note:&Responsibility&of& rendering&the&line&in&chosen& style&is&with&underlying&OS&/& pla;orm& Source: “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014
  • 193.
    How about thissolution? Source: “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014
  • 194.
    Suggested refactoring forthis smell Source: “Refactoring for Software Design Smells: Managing Technical Debt”, Girish Suryanarayana, Ganesh Samarthyam, Tushar Sharma, Morgan Kaufmann/Elsevier, 2014
  • 195.
  • 196.
    What are yourtakeaways?
  • 197.
  • 203.
    “Applying design principlesis the key to creating high-quality software!” Architectural principles: Axis, symmetry, rhythm, datum, hierarchy, transformation
  • 205.
    Image/video credits ❖ http://en.wikipedia.org/wiki/Fear_of_missing_out ❖http://lesliejanemoran.blogspot.in/2010_05_01_archive.html ❖ http://javra.eu/wp-content/uploads/2013/07/angry_laptop2.jpg ❖ https://www.youtube.com/watch?v=5R8XHrfJkeg ❖ http://womenworld.org/image/052013/31/113745161.jpg ❖ http://www.fantom-xp.com/wallpapers/33/I'm_not_sure.jpg ❖ https://www.flickr.com/photos/31457017@N00/453784086 ❖ https://www.gradtouch.com/uploads/images/question3.jpg ❖ http://gurujohn.files.wordpress.com/2008/06/bookcover0001.jpg ❖ http://upload.wikimedia.org/wikipedia/commons/d/d5/Martin_Fowler_-_Swipe_Conference_2012.jpg ❖ http://www.codeproject.com/KB/architecture/csdespat_2/dpcs_br.gif ❖ http://upload.wikimedia.org/wikipedia/commons/thumb/2/28/Bertrand_Meyer_IMG_2481.jpg/440px- Bertrand_Meyer_IMG_2481.jpg ❖ http://takeji-soft.up.n.seesaa.net/takeji-soft/image/GOF-OOPLSA-94-Color-75.jpg?d=a0 ❖ https://developer.apple.com/library/ios/documentation/cocoa/Conceptual/OOP_ObjC/Art/watchcalls_35.gif ❖ http://www.pluspack.com/files/billeder/Newsletter/25/takeaway_bag.png ❖ http://cdn1.tnwcdn.com/wp-content/blogs.dir/1/files/2013/03/design.jpg ❖ http://img01.deviantart.net/d8ab/i/2016/092/c/2/may_the_force_be_with_you___yoda_flag_by_osflag-d9xe904.jpg
  • 206.